Heuristically infers hospital department from specimen type, diagnosis, and patient age. Low-confidence inference; used only to fill missing values.
Usage
prep_infer_department(
data,
department_col = "hospital_department",
specimen_col = "specimen_type",
diagnosis_col = "diagnosis_1",
age_col = "Age",
overwrite = FALSE
)Arguments
- data
Data frame.
- department_col
Character. Department column. Default "hospital_department".
- specimen_col
Character. Specimen type column. Default "specimen_type".
- diagnosis_col
Character. Diagnosis column. Default "diagnosis_1".
- age_col
Character. Age column. Default "Age".
- overwrite
Logical. Overwrite existing values. Default FALSE.